Image classification model training method and device, electronic equipment and storage medium

The invention discloses an image classification model training method and device, electronic equipment and a storage medium, and relates to the technical field of image processing, in particular to the technical field of image classification. According to the specific implementation scheme, gradient...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: GAN YIXIAN, LYU ZHONGHOU, WANG YANG, HWANG YOUNG-IN, ZHANG HUAZHENG, XIONG JUNFENG, TIAN WEIJUAN
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention discloses an image classification model training method and device, electronic equipment and a storage medium, and relates to the technical field of image processing, in particular to the technical field of image classification. According to the specific implementation scheme, gradient information of a loss function on a first weight of an initial image classification model is determined according to label information of an adversarial sample and the initial image classification model; adding disturbance information to the first weight of the initial image classification model to obtain a second weight; determining the back propagation gradient information of the loss function on the second weight according to the adversarial sample and the label information of the initial image classification model; and updating the first weight of the initial image classification model according to the gradient information and the back propagation gradient information to obtain a target image classification mo